kg-insights
Helps users discover patterns and insights in their Knowledge Graphs. Use when users ask about important entities, connections, patterns, or want to understand what they can do with their graph. Triggers proactively after extraction to show what's possible.
npx skills add majiayu000/claude-skill-registry --skill kg-insights --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Knowledge Graph Insights Help users explore their Knowledge Graph with natural questions. Transform graph analysis into actionable insights with clear explanations of why each finding matters. ## What Users Can Ask | Question | Sub-Resource | When to Use | |----------|--------------|-------------| | "Who are the key players?" | `questions/key-players.md` | User wants to find important entities | | "How is X connected to Y?" | `questions/connections.md` | User wants to understand relationship paths | | "What groups or clusters exist?" | `questions/groups.md` | User wants to see topic organization | | "Where is X mentioned?" | `questions/evidence.md` | User wants source citations for claims | | "What can I do with this graph?" | `POWER-QUERY.md` | User is unsure what's possible | ## Proactive Triggers Invoke this skill automatically in these situations: ### After Extraction Completes When `extract_to_kg` finishes successfully: ``` Great! I've added [N] entities and [M] relationships to your graph. Your Knowledge Graph now has [total] entities. Would you like me to: 1. Show who the key players are 2. Find interesting connections 3. See how topics cluster together Just ask, or type a
- What Users Can Ask
- Proactive Triggers
- After Extraction Completes
- After Milestone Reached
- When User Seems Unsure
- Tool Mapping
- Response Format
- Always Include
- Example Response Structure
- Follow-Up Format (CRITICAL - MUST READ)
- Graph Analysis Methods
- Finding Key Players (Degree Centrality)
- Finding Paths (Shortest Path)
- Finding Clusters (Community Detection)
What does the kg-insights skill do?
Helps users discover patterns and insights in their Knowledge Graphs. Use when users ask about important entities, connections, patterns, or want to understand what they can do with their graph. Triggers proactively after extraction to show what's possible.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill kg-insights --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.